EAN: 9783031011108

Bilder-Quelle: discount24.de - Sport-Freizeit

This Lecture book is about objective image quality assessment-where the aim is to provide computational models that can automatically predict perceptual image quality. The early years of the 21st century have witnessed a tremendous growth in the use of digital images as a means for representing and communicating information. A considerable percentage of this literature is devoted to methods for improving the appearance of images or for maintaining the appearance of images that are processed. Nevertheless the quality of digital images processed or otherwise is rarely perfect. Images are subject to distortions during acquisition compression transmission processing and reproduction. To maintain control and enhance the quality of images it is important for image acquisition management communication and processing systems to be able to identify and quantify image quality degradations. The goals of this book are as follows a) to introduce the fundamentals of image quality assessment and to explain the relevant engineering problems b) to give a broad treatment of the current state-of-the-art in image quality assessment by describing leading algorithms that address these engineering problems and c) to provide new directions for future research by introducing recent models and paradigms that significantly differ from those used in the past. The book is written to be accessible to university students curious about the state-of-the-art of image quality assessment expert industrial R&D engineers seeking to implement image video quality assessment systems for specific applications and academic theorists interested in developing new algorithms for image quality assessment or using existing algorithms to design or optimize other image processing applications.

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29.03.2025 um 21:56 Uhr

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